ReClass/notebooks/analysis.csv

1	model	task	macro_f1	macro_precision	macro_recall	accuracy	conf_overall	conf_correct	conf_incorrect
2	mtl_original	bug_report	0.7833333333333331	0.768455530360292	0.8027848820687691	0.8613333333333331	0.956886053085327	0.97133868932724	0.8671128153800961
3	mtl_original	feature_request	0.7632819746470161	0.7523338553934561	0.776279013245837	0.8693333333333331	0.9604225158691401	0.971001923084259	0.8900374770164491
4	mtl_original	aspect	0.7170467094024511	0.718659478955565	0.7175741849634061	0.736	0.8980301022529601	0.927059710025787	0.81709885597229
5	mtl_original	aspect_sentiment	0.7574652640875611	0.771311938013836	0.7471910012842651	0.912	0.965078949928283	0.9762944579124451	0.848845124244689
6	mtl_boosted	bug_report	0.9051856266200821	0.9016466210687211	0.909222117350951	0.9132176234979971	0.9751167297363281	0.9835515618324281	0.8863566517829891
7	mtl_boosted	feature_request	0.8164215686274511	0.8249551363417511	0.8084569363081141	0.9385847797062751	0.9860208034515381	0.99037754535675	0.9194391369819641
8	mtl_boosted	aspect	0.8025782333853201	0.801386597022245	0.8071020445874091	0.8170894526034711	0.951742529869079	0.9682987332344051	0.8777835965156551
9	mtl_boosted	aspect_sentiment	0.6003394063095551	0.589426822481914	0.6126239622702451	0.9345794392523361	0.981067180633544	0.9874913692474361	0.889292955398559
10	stl_aspect	aspect	0.6941267385341161	0.692636644001273	0.717751069459417	0.716	0.8459477424621581	0.887672424316406	0.740754663944244
11	stl_aspect_sentiment	aspect_sentiment	0.7856154710827541	0.7905014749262531	0.7816500597847741	0.916	0.981183290481567	0.9872694015502931	0.9148151278495781
12	stl_bug_report	bug_report	0.7845034000574651	0.762719298245614	0.8191602728047741	0.856	0.9904617667198181	0.992652595043182	0.977438509464263
13	stl_feature_request	feature_request	0.741924491616304	0.739484126984127	0.7444606473042491	0.862666666666666	0.951506376266479	0.9664607644081111	0.8575695753097531